A framework to automate fault detection and diagnosis based on moving window principal component analysis and Bayesian network. - Arthur Henrique de Andrade Melani; Miguel Angelo de Carvalho Michalski; Renan Favarão da Silva; Gilberto Francisco Martha de Souza (Reliab. Eng. Syst. Saf., 2021)

Semi-Supervised Framework with Autoencoder-Based Neural Networks for Fault Prognosis. - Tiago Gaspar da Rosa; Arthur Henrique de Andrade Melani; Fabio Henrique Pereira; Fabio Norikazu Kashiwagi; Gilberto Francisco Martha de Souza; Gisele Maria De Oliveira Salles (Sensors, 2022)